[HTML][HTML] Radar sensor network resource allocation for fused target tracking: A brief review

J Yan, H Jiao, W Pu, C Shi, J Dai, H Liu - Information Fusion, 2022 - Elsevier
Traditional networked radar fusion technology adopts an open-loop signal processing
manner, in which multiple nodes independently detect or track target first, and then send …

Recent advances in multisensor multitarget tracking using random finite set

K Da, T Li, Y Zhu, H Fan, Q Fu - Frontiers of Information Technology & …, 2021 - Springer
In this study, we provide an overview of recent advances in multisensor multitarget tracking
based on the random finite set (RFS) approach. The fusion that plays a fundamental role in …

Decomposed POMDP optimization-based sensor management for multi-target tracking in passive multi-sensor systems

Y Zhu, S Liang, M Gong, J Yan - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
This paper presents an efficient information-theoretic sensor management method to
maximize the performance of the passive multi-sensor system for multi-target tracking. We …

[PDF][PDF] 基于星凸形随机超曲面模型多扩展目标多伯努利滤波器

陈辉, 杜金瑞, 韩崇昭 - 自动化学报, 2020 - aas.net.cn
摘要针对复杂不确定性环境下具有不规则形状的多扩展目标跟踪问题, 提出了一种基于星凸形
随机超曲面模型(Starconvex RHM) 的多扩展目标多伯努利滤波算法. 首先, 在有限集统计(Finite …

Online UAV path planning for joint detection and tracking of multiple radio-tagged objects

H Van Nguyen, H Rezatofighi, BN Vo… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
We consider the problem of online path planning for joint detection and tracking of multiple
unknown radio-tagged objects. This is a necessary task for gathering spatio-temporal …

Information-seeking sensor selection for ocean-of-things

AA Saucan, MZ Win - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
We propose a general sensor selection (SS) methodology for ocean-of-things (OoT) where a
sensing network performs multiobject tracking (MOT) under resource constraints. SS …

Resolvable group target tracking via multi-Bernoulli filter and its application to sensor control scenario

G Li, G Li, Y He - IEEE Transactions on Signal Processing, 2022 - ieeexplore.ieee.org
In this paper, we address the problem of resolvable group target tracking (RGTT) and the
application of RGTT in the sensor control scenarios. The aim of our approach is to further …

Learning-based airborne sensor task assignment in unknown dynamic environments

J He, Y Wang, Y Liang, J Hu, S Yan - Engineering Applications of Artificial …, 2022 - Elsevier
In sensor management, the existing researches rely on traditional system modeling and
strive to maximize the information superiority. In fact, on the one hand, complex …

MM-GLMB filter-based sensor control for tracking multiple maneuvering targets hidden in the Doppler blind zone

W Wu, H Sun, Y Cai, J Xiong - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
To track multiple maneuvering targets hidden in the Doppler blind zone (DBZ), we have
proposed an MM-GLMB-DBZ tracker based on the latest multiple model generalized labeled …

Evolutionary computational intelligence-based multi-objective sensor management for multi-target tracking

S Liang, Y Zhu, H Li, J Yan - Remote Sensing, 2022 - mdpi.com
In multi-sensor systems (MSSs), sensor selection is a critical technique for obtaining high-
quality sensing data. However, when the number of sensors to be selected is unknown in …